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The adequacy of aging techniques in vertebrates for rapid estimation of population mortality rates from age distributions

机译:脊椎动物中的衰老技术足以根据年龄分布快速估算种群死亡率

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摘要

As a key parameter in population dynamics, mortality rates are frequently estimated using mark–recapture data, which requires extensive, long‐term data sets. As a potential rapid alternative, we can measure variables correlated to age, allowing the compilation of population age distributions, from which mortality rates can be derived. However, most studies employing such techniques have ignored their inherent inaccuracy and have thereby failed to provide reliable mortality estimates. In this study, we present a general statistical model linking birth rate, mortality rate, and population age distributions. We next assessed the reliability and data needs (i.e., sample size) for estimating mortality rate of eight different aging techniques. The results revealed that for half of the aging techniques, correlations with age varied considerably, translating into highly variable accuracies when used to estimate mortality rate from age distributions. Telomere length is generally not sufficiently correlated to age to provide reliable mortality rate estimates. DNA methylation, signal‐joint T‐cell recombination excision circle (sjTREC), and racemization are generally more promising techniques to ultimately estimate mortality rate, if a sufficiently high sample size is available. Otolith ring counts, otolithometry, and age‐length keys in fish, and skeletochronology in reptiles, mammals, and amphibians, outperformed all other aging techniques and generated relatively accurate mortality rate estimation with a sample size that can be feasibly obtained. Provided the method chosen is minimizing and estimating the error in age estimation, it is possible to accurately estimate mortality rates from age distributions. The method therewith has the potential to estimate a critical, population dynamic parameter to inform conservation efforts within a limited time frame as opposed to mark–recapture analyses.
机译:作为人口动态的关键参数,经常使用标记回收数据来估计死亡率,这需要大量的长期数据集。作为一种潜在的快速替代方案,我们可以测量与年龄相关的变量,从而可以编制人口年龄分布,从而可以得出死亡率。但是,大多数采用此类技术的研究都忽略了其固有的不准确性,因此未能提供可靠的死亡率估算值。在这项研究中,我们提出了将出生率,死亡率和人口年龄分布联系在一起的一般统计模型。接下来,我们评估了可靠性和数据需求(即样本量),以估算八种不同老化技术的死亡率。结果表明,对于一半的衰老技术,与年龄的相关性差异很大,当用于根据年龄分布估算死亡率时,其准确性会发生很大变化。端粒长度通常与年龄没有足够的相关性,无法提供可靠的死亡率估算值。如果有足够大的样本量,DNA甲基化,信号连接的T细胞重组切除环(sjTREC)和消旋化通常是最终估计死亡率的更有希望的技术。鱼中的耳石计数,耳石测量法和年龄长度键以及爬行动物,哺乳动物和两栖动物的骨骼年代学性能优于其他所有老化技术,并且可以通过获得可行的样本量得出相对准确的死亡率估算值。如果选择的方法是最小化和估计年龄估计中的误差,则可以根据年龄分布准确估计死亡率。与标记重获分析相反,这种方法有可能估算关键的种群动态参数,以在有限的时间内通知保护工作。

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